Nicolas Gonthier
7 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(19)
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Hot Topic Early Bird
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Keyword Champion
(3)
Venues
Top co-authors
Research topics
Computer Vision
(6)
Deep Learning
(4)
Machine Learning
(4)
Domain-Specific
(4)
Learning Types · Machine Learning
(4)
Learning Types · Deep Learning
(3)
Models
(3)
Analysis
(2)
Generation
(2)
Artificial Intelligence
(1)
Application Areas
(1)
Architectures
(1)
Core AI
(1)
Learning Paradigms
(1)
Processing
(1)
Keywords
remote sensing
(4)
earth observation
(3)
multimodal learning
(2)
land cover
(2)
domain adaptation
(2)
self-supervised learning
(2)
multispectral imaging
(1)
image-to-image translation
(1)
synthetic data generation
(1)
image inpainting
(1)
diffusion model
(1)
generative adversarial network
(1)
vision-language model
(1)
cycle consistency
(1)
stable diffusion
(1)
masked autoencoder
(1)
satellite imagery
(1)
joint embedding predictive architecture
(1)
semantic change detection
(1)
aerial imagery
(1)
Papers
MAESTRO: Masked AutoEncoders for Multimodal, Multitemporal, and Multispectral Earth Observation Data
WACV 2026
AnySat: One Earth Observation Model for Many Resolutions, Scales, and Modalities
CVPR 2025
No Annotations for Object Detection in Art through Stable Diffusion
WACV 2025
The Change You Want To Detect: Semantic Change Detection In Earth Observation With Hybrid Data Generationf
CVPR 2025
OmniSat: Self-Supervised Modality Fusion for Earth Observation
ECCV 2024
StegoGAN: Leveraging Steganography for Non-Bijective Image-to-Image Translation
CVPR 2024
FLAIR : a Country-Scale Land Cover Semantic Segmentation Dataset From Multi-Source Optical Imagery
NeurIPS 2023